TY - GEN
T1 - Efficient deflection angle based filtering for waveform inversion
AU - Kazei, V. V.
AU - Tessmer, E.
AU - Alkhalifah, T.
N1 - Funding Information:
We thank the WIT consortium, KAUST and G-RISC (German-Russian Interdisciplinary Science Center) for support. We thank the Seismic Wave Analysis Group and Applied Seismics Group Hamburg for many fruitful discussions. Vladimir Kazei is also grateful to Fons ten Kroode of Shell Global Solutions International BV for support of his PhD studies under CRDF grant RUG1-30020-ST-11 and Wim Mulder of TU Delft and Shell Global Solutions International BV for discussions.
PY - 2016
Y1 - 2016
N2 - The importance of accessing the scattering angle information has been recognized in ray-based applications a long time ago, but only recently became available in the field of wave equation based imaging and inversion. First it was implemented for wave equation migration velocity analysis, then reverse-time migration and finally full-waveform inversion. Conventional access to the scattering angle information in seismic imaging via wavefield continuation requires an extension either in space or in time, which is costly in terms of computational resources. For a single frequency this filtering can however be interpreted as a non-stationary convolutional filtering, which is expensive in general, but more so in 3D models. To obtain a more efficient scattering angle filter, we develop techniques that utilize the mapping nature (no domain extension) of the scattering angle based filter for constant-velocity background models. We split the background velocity model into regions with different velocity ranges, generating an "extension in velocity", so that in each region the velocity is assumed not to vary much. A numerical example demonstrates that a few samples in the newly introduced dimension is enough to apply the scattering angle filter. The filter can be utilized either for full-waveform inversion preconditioning or to clean up reverse-time migration artifacts. A novel interpolation is obtained by splitting the background velocity model with a smooth decomposition of unity.
AB - The importance of accessing the scattering angle information has been recognized in ray-based applications a long time ago, but only recently became available in the field of wave equation based imaging and inversion. First it was implemented for wave equation migration velocity analysis, then reverse-time migration and finally full-waveform inversion. Conventional access to the scattering angle information in seismic imaging via wavefield continuation requires an extension either in space or in time, which is costly in terms of computational resources. For a single frequency this filtering can however be interpreted as a non-stationary convolutional filtering, which is expensive in general, but more so in 3D models. To obtain a more efficient scattering angle filter, we develop techniques that utilize the mapping nature (no domain extension) of the scattering angle based filter for constant-velocity background models. We split the background velocity model into regions with different velocity ranges, generating an "extension in velocity", so that in each region the velocity is assumed not to vary much. A numerical example demonstrates that a few samples in the newly introduced dimension is enough to apply the scattering angle filter. The filter can be utilized either for full-waveform inversion preconditioning or to clean up reverse-time migration artifacts. A novel interpolation is obtained by splitting the background velocity model with a smooth decomposition of unity.
UR - http://www.scopus.com/inward/record.url?scp=84971382085&partnerID=8YFLogxK
U2 - 10.3997/2214-4609.201600122
DO - 10.3997/2214-4609.201600122
M3 - Conference contribution
AN - SCOPUS:84971382085
T3 - 7th EAGE Saint Petersburg International Conference and Exhibition: Understanding the Harmony of the Earth's Resources Through Integration of Geosciences
SP - 474
EP - 478
BT - 7th EAGE Saint Petersburg International Conference and Exhibition
PB - European Association of Geoscientists and Engineers, EAGE
T2 - 7th EAGE Saint Petersburg International Conference and Exhibition: Understanding the Harmony of the Earth's Resources Through Integration of Geosciences
Y2 - 11 April 2016 through 14 April 2016
ER -